The Agentic Execution Loop: Distributed Systems & API Proximity

When discussing AI infrastructure, the conversation almost exclusively revolves around single-node optimization—NVLink bandwidth, PCIe lanes, and GPU VRAM. While optimizing a single box is necessary, it completely misses the reality of 2026: Scaling AI is fundamentally a Distributed Systems problem. An autonomous AI Agent doesn't just generate text; it operates in a continuous, recursive loop (Think → Query Vector DB → Call External API → Evaluate). When you scale from one agent to thousands, th